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#1

Disorder & Tolerance in Distributed Systems at Scale

#2

The Legends of Twitter and Beyond: Real-World Architectures at Scale

#3

Type Classes for the Rest of Us

#4

Lunch

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Breakfast + Great Coffee

#6

Tame Your Data with Akka Streams

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The Functor, Applicative, Monad talk

#8

Scala for the Rest of Us

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Introduction to Machine Learning

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Building a High-Performance Database with Scala, Akka, and Spark

#11

Return of the Transaction King

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Spark Datasets: why they aren't great and what could be done about it

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Inventory History as Pure Functions

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Scala Meta Live Coding Session

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Happy Hour

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The Design of the Scalaz 8 Effect System

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Reasonable Scala Compiler

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Real Time ML Pipelines in Multi-Tenant Environments

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Scala DSL for ML Training Set Stratification

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Scaling to Billions of Real-time Recommendations Daily

#21

Avoiding Spark Pitfalls at Scale

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Composable Parallel Processing in Apache Spark and Weld

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Functional Programming with Effects

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Functional Programming for Machine Learning

#25

Scala 2.13

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Adjunctions in Everyday Life

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Lunch

#28

Breakfast + Great Coffee

#29

Building a high-performance Future

#30

Futures: Twitter vs Scala

#31

Serverless Tensorflow 1.0.0 on AWS. Wait what?

#32

Defusing the configuration time bomb with PureConfig and Refined

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Continuous Delivery Principles for Machine Learning

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Auto code generation using AI & Scala Macros

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Intelligent system optimizations

#36

Build a Modern, End-to-End, Fully Open Source, Big Data Scala Reference Application

#37

Happy Hour

#38

Functional Linear Algebra in Scala

#39

Apache Flink and the Next Wave of Stream Processing Applications

#40

Functional Patterns and Gems in Scala

#41

The Fun of Functional Programming

#42

Stream All The Things!

#43

Lunch

#44

Breakfast + Great Coffee

#45

How to Pick Your Next Streaming Architecture

#46

Analyzing Functional Programs

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Building systems on top of Kubernetes

#48

The Futures are Calling and I Must Choose

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Index your State for Safer Functional APIs

#50

Error Handling Without Throwing Exceptions